CLI tool to create Google Cloud AI agents from vertical skills
Project description
Vertical Skills Agent CLI
Create production-ready Google Cloud AI agents from vertical skills in minutes.
Quick Start
# Install skill
npx skills add GoogleCloudPlatform/vertical-skills/skills/product-search -y
# Create agent
uvx vertical-skills-agent create product-search
What It Does
This CLI tool:
- Interviews you with 9 domain-specific questions
- Generates a comprehensive DESIGN_SPEC.md
- Scaffolds a complete agent project using agent-starter-pack
- Adds custom ingestion scripts tailored to your schema
- Provides clear next steps for deployment
Installation
# Using uvx (recommended)
uvx vertical-skills-agent create product-search
# Or install globally
pip install vertical-skills-agent
vertical-skills-agent create product-search
Usage
# Interactive mode (recommended)
vertical-skills-agent create product-search
# Skip interview with defaults
vertical-skills-agent create product-search --skip-interview
# Custom output directory
vertical-skills-agent create product-search --output-dir ./my-agents
# Debug mode
vertical-skills-agent create product-search --debug
Generated Project Structure
electronics-search/
├── DESIGN_SPEC.md # Your requirements
├── app/
│ ├── agent.py # Main agent logic
│ ├── search_agent.py # Vector Search integration
│ └── orchestrator.py # Multi-agent orchestration
├── scripts/
│ └── ingestion/
│ └── ingest_bigquery.py # Custom BigQuery ingestion
├── tests/
│ └── eval/ # Evaluation templates
├── deployment/
│ └── terraform/ # Infrastructure as code
├── Makefile # Development commands
└── pyproject.toml # Dependencies
Next Steps After Generation
cd electronics-search
# 1. Provision infrastructure
make setup-datastore
# 2. Ingest your product data
python scripts/ingestion/ingest_bigquery.py \
--project-id YOUR_PROJECT \
--gcs-bucket YOUR_BUCKET \
--gcs-path products.csv
# 3. Test locally
make playground
# 4. Run evaluations
make eval
# 5. Deploy to production
make deploy
Requirements
- Python 3.10+
- Google Cloud Project with billing enabled
- Vertex AI API enabled
Documentation
License
Apache 2.0
Project details
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